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A replica exchange umbrella sampling (REUS) approach to predict host-guest binding free energies in SAMPL8 challenge.
Ghorbani, Mahdi; Hudson, Phillip S; Jones, Michael R; Aviat, Félix; Meana-Pañeda, Rubén; Klauda, Jeffery B; Brooks, Bernard R.
Affiliation
  • Ghorbani M; Laboratory of Computational Biology, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA. ghorbani.mahdi73@gmail.com.
  • Hudson PS; Department of Chemical and Biomolecular Engineering, University of Maryland, College Park, 20740, USA. ghorbani.mahdi73@gmail.com.
  • Jones MR; Laboratory of Computational Biology, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
  • Aviat F; Laboratory of Computational Biology, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
  • Meana-Pañeda R; Laboratory of Computational Biology, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
  • Klauda JB; Laboratory of Computational Biology, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, 20892, USA.
  • Brooks BR; Department of Chemical and Biomolecular Engineering, University of Maryland, College Park, 20740, USA.
J Comput Aided Mol Des ; 35(5): 667-677, 2021 05.
Article in En | MEDLINE | ID: mdl-33939083
ABSTRACT
In this study, we report binding free energy calculations of various drugs-of-abuse to Cucurbit-[8]-uril as part of the SAMPL8 blind challenge. Force-field parameters were obtained from force-matching with different quantum mechanical levels of theory. The Replica Exchange Umbrella Sampling (REUS) approach was used with a cylindrical restraint to enhance the sampling of host-guest binding. Binding free energy was calculated by pulling the guest molecule from one side of the symmetric and cylindrical host, then into and through the host, and out the other side (bidirectional) as compared to pulling only to the bound pose inside the cylindrical host (unidirectional). The initial results with force-matched MP2 parameter set led to RMSE of 4.68 [Formula see text] from experimental values. However, the follow-up study with CHARMM generalized force field parameters and force-matched PM6-D3H4 parameters resulted in RMSEs from experiment of [Formula see text] and [Formula see text], respectively, which demonstrates the potential of REUS for accurate binding free energy calculation given a more suitable description of energetics. Moreover, we compared the free energies for the so called bidirectional and unidirectional free energy approach and found that the binding free energies were highly similar. However, one issue in the bidirectional approach is the asymmetry of profile on the two sides of the host. This is mainly due to the insufficient sampling for these larger systems and can be avoided by longer sampling simulations. Overall REUS shows great promise for binding free energy calculations.
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Full text: 1 Database: MEDLINE Main subject: Thermodynamics / Bridged-Ring Compounds / Pharmaceutical Preparations / Imidazoles Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Language: En Year: 2021 Type: Article

Full text: 1 Database: MEDLINE Main subject: Thermodynamics / Bridged-Ring Compounds / Pharmaceutical Preparations / Imidazoles Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Language: En Year: 2021 Type: Article